.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "11_demos\python_packages\numpy\demo_shape.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_11_demos_python_packages_numpy_demo_shape.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_11_demos_python_packages_numpy_demo_shape.py:

Shape manipulation
=====================

.. GENERATED FROM PYTHON SOURCE LINES 4-12

.. code-block:: default


    import numpy as np


    rg = np.random.default_rng(1) 
    a = np.floor(10 * rg.random((3, 4)))
    a





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    array([[5., 9., 1., 9.],
           [3., 4., 8., 4.],
           [5., 0., 7., 5.]])



.. GENERATED FROM PYTHON SOURCE LINES 14-15

return the array, flattened

.. GENERATED FROM PYTHON SOURCE LINES 15-17

.. code-block:: default

    a.ravel()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    array([5., 9., 1., 9., 3., 4., 8., 4., 5., 0., 7., 5.])



.. GENERATED FROM PYTHON SOURCE LINES 18-19

modified shape

.. GENERATED FROM PYTHON SOURCE LINES 19-21

.. code-block:: default

    a.reshape(6, 2)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    array([[5., 9.],
           [1., 9.],
           [3., 4.],
           [8., 4.],
           [5., 0.],
           [7., 5.]])



.. GENERATED FROM PYTHON SOURCE LINES 22-23

transpose

.. GENERATED FROM PYTHON SOURCE LINES 23-25

.. code-block:: default

    a.T





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    array([[5., 3., 5.],
           [9., 4., 0.],
           [1., 8., 7.],
           [9., 4., 5.]])



.. GENERATED FROM PYTHON SOURCE LINES 26-27

.. code-block:: default

    a.resize(2, 6)








.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.005 seconds)


.. _sphx_glr_download_11_demos_python_packages_numpy_demo_shape.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example


    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: demo_shape.py <demo_shape.py>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: demo_shape.ipynb <demo_shape.ipynb>`